Paper Citation Record · LEDGER

Visual Credit Audit for Multimodal Spatial Reasoning

As of 19 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2607.27069.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.27069 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T10:15:15.817164Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8e0bfdb3-974d-4d23-8dd3-16b606184075 · outbound

This paper cites Answer the user’s question with exactly yes or no,.

Visual Credit Audit for Multimodal Spatial Reasoning Answer the user’s question with exactly yes or no,

Reference 1

Resolution: malformed identifier; no resolver link, observed 2026-08-01T10:15:15.817164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1168729e-5579-40e5-b34d-a050c68b2c76 · outbound

This paper cites VisNec: Measuring and Leveraging Visual Necessity for Multimodal Instruction Tuning.

Visual Credit Audit for Multimodal Spatial Reasoning VisNec: Measuring and Leveraging Visual Necessity for Multimodal Instruction Tuning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:13.651651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b248b6f-ecdf-477f-89a8-990184a7a99e · outbound

This paper cites InProceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2901–2910.

Visual Credit Audit for Multimodal Spatial Reasoning InProceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2901–2910

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:13.884949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08613a70-6534-43ac-805b-5d14fc85d25f · outbound

This paper cites From Accuracy to Visual Dependence: Auditing and Filtering Modality Collapse in Traffic VideoQA.

Visual Credit Audit for Multimodal Spatial Reasoning From Accuracy to Visual Dependence: Auditing and Filtering Modality Collapse in Traffic VideoQA

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:13.957224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f2c230e-7d58-4dee-82b8-89759e04746b · outbound

This paper cites Seeing without Looking: Do Vision-Language Benchmarks Really Test Vision?.

Visual Credit Audit for Multimodal Spatial Reasoning Seeing without Looking: Do Vision-Language Benchmarks Really Test Vision?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:14.125422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eea224a7-5399-4fc2-b1aa-ddb2fa4920a9 · outbound

This paper cites Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning.

Visual Credit Audit for Multimodal Spatial Reasoning Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:14.442236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98600053-1438-4679-9a6c-dc231412800f · outbound

This paper cites SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors.

Visual Credit Audit for Multimodal Spatial Reasoning SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:14.614006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cebd976f-5f52-466e-9950-90c4b60ec826 · outbound

This paper cites Ministral 3.

Visual Credit Audit for Multimodal Spatial Reasoning Ministral 3

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:14.765305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3f68a67-cd91-4ec1-9a5d-9f541d4ee56c · outbound

This paper cites GSR-BENCH: A Benchmark for Grounded Spatial Reasoning Evaluation via Multimodal LLMs.

Visual Credit Audit for Multimodal Spatial Reasoning GSR-BENCH: A Benchmark for Grounded Spatial Reasoning Evaluation via Multimodal LLMs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:14.867090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 193d6c46-f062-4760-a173-b2c248592447 · outbound

This paper cites Do Vision-Language Models See or Guess? Measuring and Reducing Textual-Prior Reliance with a Phrasing-Controlled Benchmark.

Visual Credit Audit for Multimodal Spatial Reasoning Do Vision-Language Models See or Guess? Measuring and Reducing Textual-Prior Reliance with a Phrasing-Controlled Benchmark

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:15.155395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aa24aef-0ac6-4617-a9cc-c80b05177381 · outbound

This paper cites Aligning Large Multimodal Models with Factually Augmented RLHF.

Visual Credit Audit for Multimodal Spatial Reasoning Aligning Large Multimodal Models with Factually Augmented RLHF

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:15.290623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1bb9bd4-c957-4048-83b3-0806ae941311 · outbound

This paper cites In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 10006–10030.

Visual Credit Audit for Multimodal Spatial Reasoning In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 10006–10030

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:15.617807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f188f55f-56df-40ad-9229-32b1756dc62c · outbound

This paper cites Zhang, L.; Zhai, X.; Zhao, Z.; Zong, Y.; Wen, X.; and Zhao, B.

Visual Credit Audit for Multimodal Spatial Reasoning Zhang, L.; Zhai, X.; Zhao, Z.; Zong, Y.; Wen, X.; and Zhao, B

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:15.755818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2086dd0-2351-4715-afb8-78ceb86bcb96 · outbound

This paper cites Look Before You Decide: Prompting Active Deduction of MLLMs for Assumptive Reasoning.

Visual Credit Audit for Multimodal Spatial Reasoning Look Before You Decide: Prompting Active Deduction of MLLMs for Assumptive Reasoning

Reference 305

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:14.321927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22d0b39a-7582-4bea-97f2-ddfd707ce5f3 · outbound

This paper cites In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 6904–6913.

Visual Credit Audit for Multimodal Spatial Reasoning In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 6904–6913

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:13.773475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72c2bec2-a363-4cf9-a891-f2409f179eb4 · outbound

This paper cites InProceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 4035–4045.

Visual Credit Audit for Multimodal Spatial Reasoning InProceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 4035–4045

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:14.996997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb3fffac-79a5-45e3-b67a-4b6078f3cd32 · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

Visual Credit Audit for Multimodal Spatial Reasoning InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:15.472902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 218e5e27-d651-4439-8ef7-02f67f59a569 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Visual Credit Audit for Multimodal Spatial Reasoning Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:13.210865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40f0d550-8e54-46f6-b874-2eac523f2d90 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Visual Credit Audit for Multimodal Spatial Reasoning LLaVA-OneVision: Easy Visual Task Transfer

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:14.197516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4adac75-17eb-4a8e-b376-7290f0f57112 · outbound

This paper cites Qwen3-VL Technical Report.

Visual Credit Audit for Multimodal Spatial Reasoning Qwen3-VL Technical Report

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:13.302565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 648f2f6d-4656-425a-8dcc-5e55166b7ba3 · outbound

This paper cites OmniMapBench: Benchmarking Visual-Centric Reasoning on Diverse Map Documents.

Visual Credit Audit for Multimodal Spatial Reasoning OmniMapBench: Benchmarking Visual-Centric Reasoning on Diverse Map Documents

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T10:15:13.431093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.